Overview

Brought to you by YData

Dataset statistics

Number of variables	35
Number of observations	195
Missing cells	552
Missing cells (%)	8.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	107.7 KiB
Average record size in memory	565.3 B

Variable types

Text	6
Numeric	29

Alerts

`armed_forces_size` is highly overall correlated with `co2_emissions` and 4 other fields	High correlation
`birth_rate` is highly overall correlated with `fertility_rate` and 7 other fields	High correlation
`co2_emissions` is highly overall correlated with `armed_forces_size` and 4 other fields	High correlation
`cpi` is highly overall correlated with `cpi_change_pct`	High correlation
`cpi_change_pct` is highly overall correlated with `cpi`	High correlation
`fertility_rate` is highly overall correlated with `birth_rate` and 7 other fields	High correlation
`gdp` is highly overall correlated with `armed_forces_size` and 4 other fields	High correlation
`gross_tertiary_education_enrollment_pct` is highly overall correlated with `birth_rate` and 9 other fields	High correlation
`infant_mortality` is highly overall correlated with `birth_rate` and 7 other fields	High correlation
`land_area_km2` is highly overall correlated with `armed_forces_size` and 2 other fields	High correlation
`latitude` is highly overall correlated with `birth_rate` and 5 other fields	High correlation
`life_expectancy` is highly overall correlated with `birth_rate` and 6 other fields	High correlation
`maternal_mortality_ratio` is highly overall correlated with `birth_rate` and 7 other fields	High correlation
`minimum_wage` is highly overall correlated with `birth_rate` and 6 other fields	High correlation
`physicians_per_thousand` is highly overall correlated with `birth_rate` and 7 other fields	High correlation
`population` is highly overall correlated with `armed_forces_size` and 4 other fields	High correlation
`urban_population` is highly overall correlated with `armed_forces_size` and 4 other fields	High correlation
`density_p_km2` has 20 (10.3%) missing values	Missing
`abbreviation` has 7 (3.6%) missing values	Missing
`agricultural_land_pct` has 7 (3.6%) missing values	Missing
`land_area_km2` has 21 (10.8%) missing values	Missing
`armed_forces_size` has 38 (19.5%) missing values	Missing
`birth_rate` has 26 (13.3%) missing values	Missing
`capital_major_city` has 3 (1.5%) missing values	Missing
`co2_emissions` has 7 (3.6%) missing values	Missing
`cpi` has 17 (8.7%) missing values	Missing
`cpi_change_pct` has 16 (8.2%) missing values	Missing
`currency_code` has 15 (7.7%) missing values	Missing
`fertility_rate` has 7 (3.6%) missing values	Missing
`forested_area_pct` has 7 (3.6%) missing values	Missing
`gasoline_price` has 20 (10.3%) missing values	Missing
`gdp` has 22 (11.3%) missing values	Missing
`gross_primary_education_enrollment_pct` has 7 (3.6%) missing values	Missing
`gross_tertiary_education_enrollment_pct` has 12 (6.2%) missing values	Missing
`infant_mortality` has 26 (13.3%) missing values	Missing
`largest_city` has 6 (3.1%) missing values	Missing
`life_expectancy` has 27 (13.8%) missing values	Missing
`maternal_mortality_ratio` has 32 (16.4%) missing values	Missing
`minimum_wage` has 45 (23.1%) missing values	Missing
`official_language` has 5 (2.6%) missing values	Missing
`out_of_pocket_health_expenditure` has 7 (3.6%) missing values	Missing
`physicians_per_thousand` has 27 (13.8%) missing values	Missing
`population` has 21 (10.8%) missing values	Missing
`population:_labor_force_participation_pct` has 19 (9.7%) missing values	Missing
`tax_revenue_pct` has 26 (13.3%) missing values	Missing
`total_tax_rate` has 12 (6.2%) missing values	Missing
`unemployment_rate` has 19 (9.7%) missing values	Missing
`urban_population` has 25 (12.8%) missing values	Missing
`country` has unique values	Unique
`forested_area_pct` has 3 (1.5%) zeros	Zeros
`tax_revenue_pct` has 2 (1.0%) zeros	Zeros

Reproduction

Analysis started	2025-11-07 11:07:54.469929
Analysis finished	2025-11-07 11:08:28.504850
Duration	34.03 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

country
Text

Unique

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	11.2 KiB

Length

Max length	32
Median length	22
Mean length	8.8615385
Min length	4

Characters and Unicode

Total characters	1728
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	195 ?
Unique (%)	100.0%

Sample

1st row	Afghanistan
2nd row	Albania
3rd row	Algeria
4th row	Andorra
5th row	Angola

Value	Count	Frequency (%)
republic	6	2.4%
the	5	2.0%
and	5	2.0%
of	4	1.6%
south	3	1.2%
guinea	3	1.2%
saint	3	1.2%
united	3	1.2%
states	2	0.8%
congo	2	0.8%
Other values (214)	219	85.9%

Most occurring characters

Value	Count	Frequency (%)
a	260	15.0%
i	151	8.7%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.3%
t	75	4.3%
u	68	3.9%
	60	3.5%
l	60	3.5%
Other values (43)	619	35.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1728	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	260	15.0%
i	151	8.7%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.3%
t	75	4.3%
u	68	3.9%
	60	3.5%
l	60	3.5%
Other values (43)	619	35.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1728	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	260	15.0%
i	151	8.7%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.3%
t	75	4.3%
u	68	3.9%
	60	3.5%
l	60	3.5%
Other values (43)	619	35.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1728	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	260	15.0%
i	151	8.7%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.3%
t	75	4.3%
u	68	3.9%
	60	3.5%
l	60	3.5%
Other values (43)	619	35.8%

density_p_km2
Real number (ℝ)

Missing

Distinct	123
Distinct (%)	70.3%
Missing	20
Missing (%)	10.3%
Infinite	0
Infinite (%)	0.0%
Mean	136.28571

Minimum	7
Maximum	667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	7
5-th percentile	16
Q1	40
median	89
Q3	203
95-th percentile	463.3
Maximum	667
Range	660
Interquartile range (IQR)	163

Descriptive statistics

Standard deviation	137.69093
Coefficient of variation (CV)	1.0103108
Kurtosis	2.5968718
Mean	136.28571
Median Absolute Deviation (MAD)	57
Skewness	1.7015022
Sum	23850
Variance	18958.791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	7	3.6%
18	5	2.6%
83	5	2.6%
20	3	1.5%
26	3	1.5%
17	3	1.5%
137	3	1.5%
16	3	1.5%
13	2	1.0%
214	2	1.0%
Other values (113)	139	71.3%
(Missing)	20	10.3%

Value	Count	Frequency (%)
7	1	0.5%
8	1	0.5%
9	2	1.0%
11	1	0.5%
13	2	1.0%
15	1	0.5%
16	3	1.5%
17	3	1.5%
18	5	2.6%
19	1	0.5%

Value	Count	Frequency (%)
667	1	0.5%
626	1	0.5%
566	1	0.5%
541	1	0.5%
527	1	0.5%
525	1	0.5%
508	1	0.5%
467	1	0.5%
464	1	0.5%
463	1	0.5%

abbreviation
Text

Missing

Distinct	188
Distinct (%)	100.0%
Missing	7
Missing (%)	3.6%
Memory size	9.7 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	376
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	188 ?
Unique (%)	100.0%

Sample

1st row	AF
2nd row	AL
3rd row	DZ
4th row	AD
5th row	AO

Value	Count	Frequency (%)
af	1	0.5%
az	1	0.5%
ba	1	0.5%
dz	1	0.5%
ad	1	0.5%
ao	1	0.5%
ag	1	0.5%
ar	1	0.5%
am	1	0.5%
au	1	0.5%
Other values (178)	178	94.7%

Most occurring characters

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	376	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	376	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	376	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

agricultural_land_pct
Real number (ℝ)

Missing

Distinct	168
Distinct (%)	89.4%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	39.117553

Minimum	0.6
Maximum	82.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.6
5-th percentile	4.915
Q1	21.7
median	39.6
Q3	55.375
95-th percentile	74.85
Maximum	82.6
Range	82
Interquartile range (IQR)	33.675

Descriptive statistics

Standard deviation	21.783052
Coefficient of variation (CV)	0.55686131
Kurtosis	-0.94699995
Mean	39.117553
Median Absolute Deviation (MAD)	17.6
Skewness	0.090843607
Sum	7354.1
Variance	474.50135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.4	3	1.5%
73.4	2	1.0%
23.3	2	1.0%
39.3	2	1.0%
34.5	2	1.0%
31.1	2	1.0%
71.5	2	1.0%
64.8	2	1.0%
23.1	2	1.0%
2.7	2	1.0%
Other values (158)	167	85.6%
(Missing)	7	3.6%

Value	Count	Frequency (%)
0.6	1	0.5%
0.9	1	0.5%
1.4	1	0.5%
2.6	1	0.5%
2.7	2	1.0%
3.4	1	0.5%
3.8	1	0.5%
3.9	1	0.5%
4.6	1	0.5%
5.5	1	0.5%

Value	Count	Frequency (%)
82.6	1	0.5%
80.8	1	0.5%
80.4	1	0.5%
79.8	1	0.5%
79.2	1	0.5%
77.7	1	0.5%
77.6	1	0.5%
76.4	1	0.5%
75.8	1	0.5%
75.2	1	0.5%

land_area_km2
Real number (ℝ)

High correlation Missing

Distinct	174
Distinct (%)	100.0%
Missing	21
Missing (%)	10.8%
Infinite	0
Infinite (%)	0.0%
Mean	343914.48

Minimum	349
Maximum	2344858
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	349
5-th percentile	711.1
Q1	28225.25
median	119511
Q3	459703.75
95-th percentile	1284425.6
Maximum	2344858
Range	2344509
Interquartile range (IQR)	431478.5

Descriptive statistics

Standard deviation	477399.65
Coefficient of variation (CV)	1.3881348
Kurtosis	3.9812458
Mean	343914.48
Median Absolute Deviation (MAD)	117380
Skewness	2.020836
Sum	59841120
Variance	2.2791043 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
652230	1	0.5%
462840	1	0.5%
923768	1	0.5%
120538	1	0.5%
25713	1	0.5%
323802	1	0.5%
309500	1	0.5%
796095	1	0.5%
459	1	0.5%
75420	1	0.5%
Other values (164)	164	84.1%
(Missing)	21	10.8%

Value	Count	Frequency (%)
349	1	0.5%
389	1	0.5%
430	1	0.5%
443	1	0.5%
455	1	0.5%
459	1	0.5%
468	1	0.5%
616	1	0.5%
702	1	0.5%
716	1	0.5%

Value	Count	Frequency (%)
2344858	1	0.5%
2149690	1	0.5%
1964375	1	0.5%
1904569	1	0.5%
1861484	1	0.5%
1759540	1	0.5%
1648195	1	0.5%
1564116	1	0.5%
1285216	1	0.5%
1284000	1	0.5%

armed_forces_size
Real number (ℝ)

High correlation Missing

Distinct	95
Distinct (%)	60.5%
Missing	38
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%
Mean	89490.446

Minimum	1000
Maximum	634000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	1000
5-th percentile	2000
Q1	11000
median	29000
Q3	124000
95-th percentile	343800
Maximum	634000
Range	633000
Interquartile range (IQR)	113000

Descriptive statistics

Standard deviation	128506.34
Coefficient of variation (CV)	1.4359783
Kurtosis	4.5271885
Mean	89490.446
Median Absolute Deviation (MAD)	23000
Skewness	2.1531674
Sum	14050000
Variance	1.651388 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	7	3.6%
1000	6	3.1%
16000	5	2.6%
4000	5	2.6%
9000	5	2.6%
21000	4	2.1%
12000	4	2.1%
23000	3	1.5%
18000	3	1.5%
10000	3	1.5%
Other values (85)	112	57.4%
(Missing)	38	19.5%

Value	Count	Frequency (%)
1000	6	3.1%
2000	7	3.6%
3000	2	1.0%
4000	5	2.6%
5000	1	0.5%
6000	3	1.5%
7000	3	1.5%
8000	2	1.0%
9000	5	2.6%
10000	3	1.5%

Value	Count	Frequency (%)
634000	1	0.5%
563000	1	0.5%
522000	1	0.5%
513000	1	0.5%
512000	1	0.5%
481000	1	0.5%
455000	1	0.5%
347000	1	0.5%
343000	1	0.5%
336000	1	0.5%

birth_rate
Real number (ℝ)

High correlation Missing

Distinct	150
Distinct (%)	88.8%
Missing	26
Missing (%)	13.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.763018

Minimum	8.6
Maximum	37.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	8.6
5-th percentile	9.516
Q1	11.78
median	17.95
Q3	27.07
95-th percentile	35.262
Maximum	37.91
Range	29.31
Interquartile range (IQR)	15.29

Descriptive statistics

Standard deviation	8.6773077
Coefficient of variation (CV)	0.43906795
Kurtosis	-1.028078
Mean	19.763018
Median Absolute Deviation (MAD)	6.61
Skewness	0.50713692
Sum	3339.95
Variance	75.295669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	3	1.5%
10	3	1.5%
16.75	2	1.0%
17.55	2	1.0%
10.1	2	1.0%
10.6	2	1.0%
10.2	2	1.0%
10.9	2	1.0%
10.3	2	1.0%
9.9	2	1.0%
Other values (140)	147	75.4%
(Missing)	26	13.3%

Value	Count	Frequency (%)
8.6	1	0.5%
8.7	1	0.5%
8.8	1	0.5%
8.9	1	0.5%
9	1	0.5%
9.2	2	1.0%
9.4	1	0.5%
9.5	1	0.5%
9.54	1	0.5%
9.6	2	1.0%

Value	Count	Frequency (%)
37.91	1	0.5%
37.52	1	0.5%
36.7	1	0.5%
36.36	1	0.5%
36.22	1	0.5%
36.19	1	0.5%
35.74	1	0.5%
35.39	1	0.5%
35.35	1	0.5%
35.13	1	0.5%

calling_code
Real number (ℝ)

Distinct	182
Distinct (%)	93.8%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	360.54639

Minimum	1
Maximum	1876
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	82.5
median	255.5
Q3	506.75
95-th percentile	974.35
Maximum	1876
Range	1875
Interquartile range (IQR)	424.25

Descriptive statistics

Standard deviation	323.23642
Coefficient of variation (CV)	0.89651825
Kurtosis	1.5902054
Mean	360.54639
Median Absolute Deviation (MAD)	194
Skewness	1.1916716
Sum	69946
Variance	104481.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	6.2%
7	2	1.0%
680	1	0.5%
64	1	0.5%
505	1	0.5%
227	1	0.5%
234	1	0.5%
850	1	0.5%
389	1	0.5%
47	1	0.5%
Other values (172)	172	88.2%

Value	Count	Frequency (%)
1	12	6.2%
7	2	1.0%
20	1	0.5%
27	1	0.5%
30	1	0.5%
31	1	0.5%
32	1	0.5%
33	1	0.5%
34	1	0.5%
36	1	0.5%

Value	Count	Frequency (%)
1876	1	0.5%
998	1	0.5%
996	1	0.5%
995	1	0.5%
994	1	0.5%
993	1	0.5%
992	1	0.5%
977	1	0.5%
976	1	0.5%
975	1	0.5%

capital_major_city
Text

Missing

Distinct	192
Distinct (%)	100.0%
Missing	3
Missing (%)	1.5%
Memory size	11.3 KiB

Length

Max length	21
Median length	18
Mean length	8.1770833
Min length	4

Characters and Unicode

Total characters	1570
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	192 ?
Unique (%)	100.0%

Sample

1st row	Kabul
2nd row	Tirana
3rd row	Algiers
4th row	Andorra la Vella
5th row	Luanda

Value	Count	Frequency (%)
city	10	4.2%
port	4	1.7%
of	3	1.3%
san	3	1.3%
st	2	0.8%
baku	1	0.4%
luanda	1	0.4%
john's	1	0.4%
saint	1	0.4%
john	1	0.4%
Other values (209)	209	88.6%

Most occurring characters

Value	Count	Frequency (%)
a	222	14.1%
o	110	7.0%
i	109	6.9%
n	97	6.2%
r	85	5.4%
e	84	5.4%
u	69	4.4%
t	68	4.3%
s	65	4.1%
l	50	3.2%
Other values (44)	611	38.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1570	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	222	14.1%
o	110	7.0%
i	109	6.9%
n	97	6.2%
r	85	5.4%
e	84	5.4%
u	69	4.4%
t	68	4.3%
s	65	4.1%
l	50	3.2%
Other values (44)	611	38.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1570	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	222	14.1%
o	110	7.0%
i	109	6.9%
n	97	6.2%
r	85	5.4%
e	84	5.4%
u	69	4.4%
t	68	4.3%
s	65	4.1%
l	50	3.2%
Other values (44)	611	38.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1570	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	222	14.1%
o	110	7.0%
i	109	6.9%
n	97	6.2%
r	85	5.4%
e	84	5.4%
u	69	4.4%
t	68	4.3%
s	65	4.1%
l	50	3.2%
Other values (44)	611	38.9%

co2_emissions
Real number (ℝ)

High correlation Missing

Distinct	184
Distinct (%)	97.9%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	177799.24

Minimum	11
Maximum	9893038
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	11
5-th percentile	187.7
Q1	2304.25
median	12303
Q3	63884.25
95-th percentile	556874.15
Maximum	9893038
Range	9893027
Interquartile range (IQR)	61580

Descriptive statistics

Standard deviation	838790.27
Coefficient of variation (CV)	4.7176257
Kurtosis	102.74825
Mean	177799.24
Median Absolute Deviation (MAD)	12072
Skewness	9.5735134
Sum	33426257
Variance	7.0356911 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143	2	1.0%
495	2	1.0%
28284	2	1.0%
2017	2	1.0%
7407	1	0.5%
120369	1	0.5%
41023	1	0.5%
63457	1	0.5%
201150	1	0.5%
224	1	0.5%
Other values (174)	174	89.2%
(Missing)	7	3.6%

Value	Count	Frequency (%)
11	1	0.5%
51	1	0.5%
66	1	0.5%
121	1	0.5%
128	1	0.5%
143	2	1.0%
147	1	0.5%
169	1	0.5%
180	1	0.5%
202	1	0.5%

Value	Count	Frequency (%)
9893038	1	0.5%
5006302	1	0.5%
2407672	1	0.5%
1732027	1	0.5%
1135886	1	0.5%
727973	1	0.5%
661710	1	0.5%
620302	1	0.5%
563449	1	0.5%
563325	1	0.5%

cpi
Real number (ℝ)

High correlation Missing

Distinct	175
Distinct (%)	98.3%
Missing	17
Missing (%)	8.7%
Infinite	0
Infinite (%)	0.0%
Mean	190.46096

Minimum	99.03
Maximum	4583.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	99.03
5-th percentile	104.8505
Q1	113.885
median	125.34
Q3	157.265
95-th percentile	267.6375
Maximum	4583.71
Range	4484.68
Interquartile range (IQR)	43.38

Descriptive statistics

Standard deviation	397.94738
Coefficient of variation (CV)	2.0893909
Kurtosis	94.031815
Mean	190.46096
Median Absolute Deviation (MAD)	15.565
Skewness	9.3317385
Sum	33902.05
Variance	158362.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110.62	2	1.0%
99.55	2	1.0%
106.58	2	1.0%
149.9	1	0.5%
114.24	1	0.5%
162.74	1	0.5%
109.32	1	0.5%
267.51	1	0.5%
120.27	1	0.5%
113.53	1	0.5%
Other values (165)	165	84.6%
(Missing)	17	8.7%

Value	Count	Frequency (%)
99.03	1	0.5%
99.55	2	1.0%
99.7	1	0.5%
101.87	1	0.5%
102.51	1	0.5%
103.62	1	0.5%
103.87	1	0.5%
104.57	1	0.5%
104.9	1	0.5%
105.48	1	0.5%

Value	Count	Frequency (%)
4583.71	1	0.5%
2740.27	1	0.5%
1344.19	1	0.5%
550.93	1	0.5%
418.34	1	0.5%
294.66	1	0.5%
288.57	1	0.5%
281.66	1	0.5%
268.36	1	0.5%
267.51	1	0.5%

cpi_change_pct
Real number (ℝ)

High correlation Missing

Distinct	86
Distinct (%)	48.0%
Missing	16
Missing (%)	8.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.7223464

Minimum	-4.3
Maximum	254.9
Zeros	0
Zeros (%)	0.0%
Negative	15
Negative (%)	7.7%
Memory size	1.7 KiB

Quantile statistics

Minimum	-4.3
5-th percentile	-0.9
Q1	1
median	2.3
Q3	4.25
95-th percentile	17.59
Maximum	254.9
Range	259.2
Interquartile range (IQR)	3.25

Descriptive statistics

Standard deviation	24.450414
Coefficient of variation (CV)	3.6371845
Kurtosis	76.336706
Mean	6.7223464
Median Absolute Deviation (MAD)	1.5
Skewness	8.3573408
Sum	1203.3
Variance	597.82276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8	7	3.6%
1.8	7	3.6%
2.6	6	3.1%
2.3	5	2.6%
1.4	5	2.6%
0.8	5	2.6%
1	5	2.6%
2.1	5	2.6%
1.6	5	2.6%
2.5	4	2.1%
Other values (76)	125	64.1%
(Missing)	16	8.2%

Value	Count	Frequency (%)
-4.3	1	0.5%
-3.2	1	0.5%
-2.5	1	0.5%
-1.9	1	0.5%
-1.7	1	0.5%
-1.2	1	0.5%
-1	2	1.0%
-0.9	3	1.5%
-0.7	2	1.0%
-0.4	2	1.0%

Value	Count	Frequency (%)
254.9	1	0.5%
187.9	1	0.5%
53.5	1	0.5%
51	1	0.5%
39.9	1	0.5%
37.1	1	0.5%
36.7	1	0.5%
23.6	1	0.5%
22	1	0.5%
17.1	1	0.5%

currency_code
Text

Missing

Distinct	133
Distinct (%)	73.9%
Missing	15
Missing (%)	7.7%
Memory size	9.7 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	540
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	126 ?
Unique (%)	70.0%

Sample

1st row	AFN
2nd row	ALL
3rd row	DZD
4th row	EUR
5th row	AOA

Value	Count	Frequency (%)
eur	23	12.8%
xof	8	4.4%
xcd	6	3.3%
usd	6	3.3%
xaf	5	2.8%
aud	4	2.2%
chf	2	1.1%
bbd	1	0.6%
bwp	1	0.6%
bam	1	0.6%
Other values (123)	123	68.3%

Most occurring characters

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	540	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	540	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	540	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

fertility_rate
Real number (ℝ)

High correlation Missing

Distinct	139
Distinct (%)	73.9%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.6981383

Minimum	0.98
Maximum	6.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.98
5-th percentile	1.3105
Q1	1.705
median	2.245
Q3	3.5975
95-th percentile	5.1095
Maximum	6.91
Range	5.93
Interquartile range (IQR)	1.8925

Descriptive statistics

Standard deviation	1.2822675
Coefficient of variation (CV)	0.47524157
Kurtosis	-0.044592056
Mean	2.6981383
Median Absolute Deviation (MAD)	0.68
Skewness	0.94764282
Sum	507.25
Variance	1.6442099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.73	5	2.6%
1.62	4	2.1%
1.75	4	2.1%
1.71	3	1.5%
2.46	3	1.5%
1.56	3	1.5%
4.32	3	1.5%
1.26	3	1.5%
1.41	3	1.5%
2.42	3	1.5%
Other values (129)	154	79.0%
(Missing)	7	3.6%

Value	Count	Frequency (%)
0.98	1	0.5%
1.14	1	0.5%
1.23	1	0.5%
1.26	3	1.5%
1.27	2	1.0%
1.29	1	0.5%
1.3	1	0.5%
1.33	1	0.5%
1.35	1	0.5%
1.37	1	0.5%

Value	Count	Frequency (%)
6.91	1	0.5%
6.07	1	0.5%
5.92	1	0.5%
5.88	1	0.5%
5.75	1	0.5%
5.52	1	0.5%
5.41	1	0.5%
5.39	1	0.5%
5.22	1	0.5%
5.19	1	0.5%

forested_area_pct
Real number (ℝ)

Missing Zeros

Distinct	161
Distinct (%)	85.6%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	32.015426

Minimum	0
Maximum	98.3
Zeros	3
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.605
Q1	11
median	32
Q3	48.175
95-th percentile	72.89
Maximum	98.3
Range	98.3
Interquartile range (IQR)	37.175

Descriptive statistics

Standard deviation	23.791331
Coefficient of variation (CV)	0.74312086
Kurtosis	-0.45137709
Mean	32.015426
Median Absolute Deviation (MAD)	19.4
Skewness	0.51849506
Sum	6018.9
Variance	566.02741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43.1	3	1.5%
33.2	3	1.5%
12.6	3	1.5%
32.7	3	1.5%
0	3	1.5%
12.5	2	1.0%
52.7	2	1.0%
19.7	2	1.0%
34.6	2	1.0%
0.1	2	1.0%
Other values (151)	163	83.6%
(Missing)	7	3.6%

Value	Count	Frequency (%)
0	3	1.5%
0.1	2	1.0%
0.2	2	1.0%
0.4	1	0.5%
0.5	2	1.0%
0.8	2	1.0%
0.9	1	0.5%
1	1	0.5%
1.1	2	1.0%
1.2	1	0.5%

Value	Count	Frequency (%)
98.3	1	0.5%
91.9	1	0.5%
90	1	0.5%
88.4	1	0.5%
87.6	1	0.5%
83.9	1	0.5%
82.1	1	0.5%
77.9	1	0.5%
74.1	1	0.5%
73.1	1	0.5%

gasoline_price
Real number (ℝ)

Missing

Distinct	101
Distinct (%)	57.7%
Missing	20
Missing (%)	10.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.0024571

Minimum	0
Maximum	2
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	0.755
median	0.98
Q3	1.24
95-th percentile	1.582
Maximum	2
Range	2
Interquartile range (IQR)	0.485

Descriptive statistics

Standard deviation	0.36885847
Coefficient of variation (CV)	0.36795435
Kurtosis	-0.0010264735
Mean	1.0024571
Median Absolute Deviation (MAD)	0.24
Skewness	0.034370618
Sum	175.43
Variance	0.13605657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.71	6	3.1%
1.16	5	2.6%
0.92	5	2.6%
0.98	4	2.1%
1.12	4	2.1%
0.83	3	1.5%
0.9	3	1.5%
1.36	3	1.5%
1.03	3	1.5%
1.32	3	1.5%
Other values (91)	136	69.7%
(Missing)	20	10.3%

Value	Count	Frequency (%)
0	1	0.5%
0.11	1	0.5%
0.24	1	0.5%
0.28	2	1.0%
0.29	1	0.5%
0.35	1	0.5%
0.37	1	0.5%
0.4	3	1.5%
0.42	1	0.5%
0.43	1	0.5%

Value	Count	Frequency (%)
2	2	1.0%
1.81	1	0.5%
1.78	1	0.5%
1.74	1	0.5%
1.69	1	0.5%
1.68	1	0.5%
1.63	1	0.5%
1.61	1	0.5%
1.57	1	0.5%
1.55	1	0.5%

gdp
Real number (ℝ)

High correlation Missing

Distinct	173
Distinct (%)	100.0%
Missing	22
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.6084273 × 10¹¹

Minimum	8.5065502 × 10⁸
Maximum	1.7364256 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	8.5065502 × 10⁸
5-th percentile	1.688722 × 10⁹
Q1	1.1026775 × 10¹⁰
median	3.4387229 × 10¹⁰
Q3	1.8016174 × 10¹¹
95-th percentile	7.2361414 × 10¹¹
Maximum	1.7364256 × 10¹²
Range	1.735575 × 10¹²
Interquartile range (IQR)	1.6913497 × 10¹¹

Descriptive statistics

Standard deviation	3.0072203 × 10¹¹
Coefficient of variation (CV)	1.869665
Kurtosis	11.353447
Mean	1.6084273 × 10¹¹
Median Absolute Deviation (MAD)	3.1068513 × 10¹⁰
Skewness	3.1787797
Sum	2.7825793 × 10¹³
Variance	9.0433738 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1050992593	1	0.5%
2.069287655 × 10¹¹	1	0.5%
1.252091529 × 10¹⁰	1	0.5%
1.292814512 × 10¹⁰	1	0.5%
4.481204289 × 10¹¹	1	0.5%
3.21 × 10¹⁰	1	0.5%
1.022078107 × 10¹⁰	1	0.5%
4.033363636 × 10¹¹	1	0.5%
7.698309493 × 10¹⁰	1	0.5%
3.044 × 10¹¹	1	0.5%
Other values (163)	163	83.6%
(Missing)	22	11.3%

Value	Count	Frequency (%)
850655017	1	0.5%
917058851	1	0.5%
1050992593	1	0.5%
1185728677	1	0.5%
1228170370	1	0.5%
1340389411	1	0.5%
1425074226	1	0.5%
1637931034	1	0.5%
1673540300	1	0.5%
1698843063	1	0.5%

Value	Count	Frequency (%)
1.73642563 × 10¹²	1	0.5%
1.699876579 × 10¹²	1	0.5%
1.394116311 × 10¹²	1	0.5%
1.392680589 × 10¹²	1	0.5%
1.258286717 × 10¹²	1	0.5%
1.119190781 × 10¹²	1	0.5%
9.090703952 × 10¹¹	1	0.5%
7.929668382 × 10¹¹	1	0.5%
7.544117082 × 10¹¹	1	0.5%
7.030824354 × 10¹¹	1	0.5%

gross_primary_education_enrollment_pct
Real number (ℝ)

Missing

Distinct	141
Distinct (%)	75.0%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	102.47021

Minimum	23.4
Maximum	142.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	23.4
5-th percentile	81.435
Q1	98.95
median	102.55
Q3	108.025
95-th percentile	121.225
Maximum	142.5
Range	119.1
Interquartile range (IQR)	9.075

Descriptive statistics

Standard deviation	13.151607
Coefficient of variation (CV)	0.12834566
Kurtosis	7.9673298
Mean	102.47021
Median Absolute Deviation (MAD)	4.4
Skewness	-0.99505855
Sum	19264.4
Variance	172.96478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
104	4	2.1%
100.9	4	2.1%
99.4	3	1.5%
97.2	3	1.5%
101.9	3	1.5%
100.2	3	1.5%
99.8	3	1.5%
106.2	3	1.5%
103.2	3	1.5%
100	3	1.5%
Other values (131)	156	80.0%
(Missing)	7	3.6%

Value	Count	Frequency (%)
23.4	1	0.5%
61.8	1	0.5%
68.4	1	0.5%
73	1	0.5%
74.7	1	0.5%
75.3	1	0.5%
75.6	1	0.5%
76.8	1	0.5%
81	1	0.5%
81.4	1	0.5%

Value	Count	Frequency (%)
142.5	2	1.0%
142.1	1	0.5%
139.9	1	0.5%
133	1	0.5%
126.6	1	0.5%
124.2	1	0.5%
123.8	1	0.5%
122	1	0.5%
121.4	1	0.5%
120.9	1	0.5%

gross_tertiary_education_enrollment_pct
Real number (ℝ)

High correlation Missing

Distinct	171
Distinct (%)	93.4%
Missing	12
Missing (%)	6.2%
Infinite	0
Infinite (%)	0.0%
Mean	37.963388

Minimum	0.8
Maximum	136.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.8
5-th percentile	3.31
Q1	12.15
median	31.2
Q3	63.15
95-th percentile	88.03
Maximum	136.6
Range	135.8
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	29.261022
Coefficient of variation (CV)	0.7707695
Kurtosis	-0.50339609
Mean	37.963388
Median Absolute Deviation (MAD)	22.9
Skewness	0.6239842
Sum	6947.3
Variance	856.20739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.2	3	1.5%
88.2	2	1.0%
12.8	2	1.0%
63.9	2	1.0%
14.1	2	1.0%
9	2	1.0%
23.7	2	1.0%
11.6	2	1.0%
65.6	2	1.0%
9.3	2	1.0%
Other values (161)	162	83.1%
(Missing)	12	6.2%

Value	Count	Frequency (%)
0.8	1	0.5%
1.1	1	0.5%
1.8	1	0.5%
1.9	1	0.5%
2	1	0.5%
2.5	1	0.5%
2.6	1	0.5%
2.7	1	0.5%
3	1	0.5%
3.3	1	0.5%

Value	Count	Frequency (%)
136.6	1	0.5%
113.1	1	0.5%
104.6	1	0.5%
94.3	1	0.5%
90	1	0.5%
88.9	1	0.5%
88.5	1	0.5%
88.2	2	1.0%
88.1	1	0.5%
87.4	1	0.5%

infant_mortality
Real number (ℝ)

High correlation Missing

Distinct	127
Distinct (%)	75.1%
Missing	26
Missing (%)	13.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.537278

Minimum	2.3
Maximum	62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	2.3
5-th percentile	2.78
Q1	6.2
median	14
Q3	30
95-th percentile	51.42
Maximum	62
Range	59.7
Interquartile range (IQR)	23.8

Descriptive statistics

Standard deviation	15.84045
Coefficient of variation (CV)	0.81078079
Kurtosis	-0.21445766
Mean	19.537278
Median Absolute Deviation (MAD)	9.7
Skewness	0.90756643
Sum	3301.8
Variance	250.91985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.6	4	2.1%
3.1	4	2.1%
6.1	4	2.1%
3.3	3	1.5%
6.4	3	1.5%
2.6	3	1.5%
12.4	3	1.5%
9.8	3	1.5%
2.7	3	1.5%
13.6	3	1.5%
Other values (117)	136	69.7%
(Missing)	26	13.3%

Value	Count	Frequency (%)
2.3	2	1.0%
2.5	1	0.5%
2.6	3	1.5%
2.7	3	1.5%
2.9	2	1.0%
3	1	0.5%
3.1	4	2.1%
3.3	3	1.5%
3.4	1	0.5%
3.6	4	2.1%

Value	Count	Frequency (%)
62	1	0.5%
60.5	1	0.5%
59.4	1	0.5%
57.2	1	0.5%
54	2	1.0%
53.5	1	0.5%
51.6	1	0.5%
51.5	1	0.5%
51.3	1	0.5%
50.6	1	0.5%

largest_city
Text

Missing

Distinct	188
Distinct (%)	99.5%
Missing	6
Missing (%)	3.1%
Memory size	11.3 KiB

Length

Max length	23
Median length	19
Mean length	8.2804233
Min length	4

Characters and Unicode

Total characters	1565
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	187 ?
Unique (%)	98.9%

Sample

1st row	Kabul
2nd row	Tirana
3rd row	Algiers
4th row	Andorra la Vella
5th row	Luanda

Value	Count	Frequency (%)
city	11	4.6%
san	3	1.3%
port	3	1.3%
st	2	0.8%
la	2	0.8%
s��	2	0.8%
cotonou	1	0.4%
belize	1	0.4%
vella	1	0.4%
luanda	1	0.4%
Other values (211)	211	88.7%

Most occurring characters

Value	Count	Frequency (%)
a	222	14.2%
o	109	7.0%
i	108	6.9%
n	103	6.6%
e	86	5.5%
r	83	5.3%
u	64	4.1%
s	62	4.0%
t	58	3.7%
l	51	3.3%
Other values (46)	619	39.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1565	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	222	14.2%
o	109	7.0%
i	108	6.9%
n	103	6.6%
e	86	5.5%
r	83	5.3%
u	64	4.1%
s	62	4.0%
t	58	3.7%
l	51	3.3%
Other values (46)	619	39.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1565	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	222	14.2%
o	109	7.0%
i	108	6.9%
n	103	6.6%
e	86	5.5%
r	83	5.3%
u	64	4.1%
s	62	4.0%
t	58	3.7%
l	51	3.3%
Other values (46)	619	39.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1565	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	222	14.2%
o	109	7.0%
i	108	6.9%
n	103	6.6%
e	86	5.5%
r	83	5.3%
u	64	4.1%
s	62	4.0%
t	58	3.7%
l	51	3.3%
Other values (46)	619	39.6%

life_expectancy
Real number (ℝ)

High correlation Missing

Distinct	117
Distinct (%)	69.6%
Missing	27
Missing (%)	13.8%
Infinite	0
Infinite (%)	0.0%
Mean	72.664286

Minimum	58.9
Maximum	82.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	58.9
5-th percentile	61.2
Q1	68.025
median	73.3
Q3	77.125
95-th percentile	81.9
Maximum	82.7
Range	23.8
Interquartile range (IQR)	9.1

Descriptive statistics

Standard deviation	6.2353568
Coefficient of variation (CV)	0.085810475
Kurtosis	-0.76562614
Mean	72.664286
Median Absolute Deviation (MAD)	4.15
Skewness	-0.34780793
Sum	12207.6
Variance	38.879675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.5	5	2.6%
61.2	4	2.1%
71.6	3	1.5%
76.8	3	1.5%
75.7	3	1.5%
74.4	3	1.5%
81.3	3	1.5%
72.8	3	1.5%
71.8	3	1.5%
63.8	2	1.0%
Other values (107)	136	69.7%
(Missing)	27	13.8%

Value	Count	Frequency (%)
58.9	2	1.0%
60.2	1	0.5%
60.4	1	0.5%
60.8	2	1.0%
61.2	4	2.1%
61.5	1	0.5%
61.7	1	0.5%
62	1	0.5%
63	1	0.5%
63.4	1	0.5%

Value	Count	Frequency (%)
82.7	2	1.0%
82.6	1	0.5%
82.5	2	1.0%
82.3	2	1.0%
82.1	1	0.5%
81.9	2	1.0%
81.8	1	0.5%
81.7	1	0.5%
81.6	2	1.0%
81.3	3	1.5%

maternal_mortality_ratio
Real number (ℝ)

High correlation Missing

Distinct	104
Distinct (%)	63.8%
Missing	32
Missing (%)	16.4%
Infinite	0
Infinite (%)	0.0%
Mean	128.39877

Minimum	4
Maximum	638
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	4
5-th percentile	5
Q1	17
median	53
Q3	171
95-th percentile	522.5
Maximum	638
Range	634
Interquartile range (IQR)	154

Descriptive statistics

Standard deviation	161.45112
Coefficient of variation (CV)	1.2574195
Kurtosis	1.5300085
Mean	128.39877
Median Absolute Deviation (MAD)	45
Skewness	1.5829739
Sum	20929
Variance	26066.463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	8	4.1%
19	6	3.1%
17	5	2.6%
8	5	2.6%
6	4	2.1%
10	4	2.1%
29	4	2.1%
4	4	2.1%
7	4	2.1%
9	3	1.5%
Other values (94)	116	59.5%
(Missing)	32	16.4%

Value	Count	Frequency (%)
4	4	2.1%
5	8	4.1%
6	4	2.1%
7	4	2.1%
8	5	2.6%
9	3	1.5%
10	4	2.1%
11	1	0.5%
12	3	1.5%
13	1	0.5%

Value	Count	Frequency (%)
638	1	0.5%
617	1	0.5%
597	1	0.5%
576	1	0.5%
562	1	0.5%
548	1	0.5%
544	1	0.5%
529	1	0.5%
524	1	0.5%
509	1	0.5%

minimum_wage
Real number (ℝ)

High correlation Missing

Distinct	114
Distinct (%)	76.0%
Missing	45
Missing (%)	23.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1941333

Minimum	0.01
Maximum	13.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1435
Q1	0.4025
median	1.045
Q3	2.4475
95-th percentile	10.218
Maximum	13.59
Range	13.58
Interquartile range (IQR)	2.045

Descriptive statistics

Standard deviation	2.9707959
Coefficient of variation (CV)	1.3539724
Kurtosis	4.2430329
Mean	2.1941333
Median Absolute Deviation (MAD)	0.7
Skewness	2.2020868
Sum	329.12
Variance	8.8256284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	3	1.5%
0.41	3	1.5%
0.34	2	1.0%
2.25	2	1.0%
0.53	2	1.0%
0.35	2	1.0%
1.12	2	1.0%
0.6	2	1.0%
0.25	2	1.0%
1.23	2	1.0%
Other values (104)	128	65.6%
(Missing)	45	23.1%

Value	Count	Frequency (%)
0.01	2	1.0%
0.05	2	1.0%
0.09	2	1.0%
0.12	1	0.5%
0.13	1	0.5%
0.16	1	0.5%
0.17	1	0.5%
0.18	1	0.5%
0.21	1	0.5%
0.23	2	1.0%

Value	Count	Frequency (%)
13.59	1	0.5%
13.05	1	0.5%
11.72	1	0.5%
11.49	1	0.5%
11.16	1	0.5%
10.79	1	0.5%
10.31	1	0.5%
10.29	1	0.5%
10.13	1	0.5%
9.99	1	0.5%

official_language
Text

Missing

Distinct	76
Distinct (%)	40.0%
Missing	5
Missing (%)	2.6%
Memory size	10.8 KiB

Length

Max length	22
Median length	20
Mean length	7.5210526
Min length	3

Characters and Unicode

Total characters	1429
Distinct characters	46
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	59 ?
Unique (%)	31.1%

Sample

1st row	Pashto
2nd row	Albanian
3rd row	Arabic
4th row	Catalan
5th row	Portuguese

Value	Count	Frequency (%)
english	32	15.6%
french	25	12.2%
arabic	20	9.8%
spanish	19	9.3%
language	7	3.4%
portuguese	7	3.4%
german	4	2.0%
swahili	4	2.0%
russian	4	2.0%
italian	3	1.5%
Other values (69)	80	39.0%

Most occurring characters

Value	Count	Frequency (%)
n	160	11.2%
a	148	10.4%
i	143	10.0%
h	100	7.0%
e	95	6.6%
r	90	6.3%
s	88	6.2%
g	64	4.5%
l	62	4.3%
c	53	3.7%
Other values (36)	426	29.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1429	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	160	11.2%
a	148	10.4%
i	143	10.0%
h	100	7.0%
e	95	6.6%
r	90	6.3%
s	88	6.2%
g	64	4.5%
l	62	4.3%
c	53	3.7%
Other values (36)	426	29.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1429	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	160	11.2%
a	148	10.4%
i	143	10.0%
h	100	7.0%
e	95	6.6%
r	90	6.3%
s	88	6.2%
g	64	4.5%
l	62	4.3%
c	53	3.7%
Other values (36)	426	29.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1429	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	160	11.2%
a	148	10.4%
i	143	10.0%
h	100	7.0%
e	95	6.6%
r	90	6.3%
s	88	6.2%
g	64	4.5%
l	62	4.3%
c	53	3.7%
Other values (36)	426	29.8%

out_of_pocket_health_expenditure
Real number (ℝ)

Missing

Distinct	160
Distinct (%)	85.1%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	32.637234

Minimum	0.2
Maximum	81.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.2
5-th percentile	6.27
Q1	17.45
median	30.7
Q3	43.975
95-th percentile	71.555
Maximum	81.6
Range	81.4
Interquartile range (IQR)	26.525

Descriptive statistics

Standard deviation	19.172697
Coefficient of variation (CV)	0.58744857
Kurtosis	-0.32333033
Mean	32.637234
Median Absolute Deviation (MAD)	13.35
Skewness	0.56707018
Sum	6135.8
Variance	367.5923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.5	3	1.5%
15.2	3	1.5%
36.7	3	1.5%
36	2	1.0%
22.8	2	1.0%
6.8	2	1.0%
43.7	2	1.0%
12.5	2	1.0%
14.8	2	1.0%
18.3	2	1.0%
Other values (150)	165	84.6%
(Missing)	7	3.6%

Value	Count	Frequency (%)
0.2	1	0.5%
0.7	1	0.5%
2.5	2	1.0%
3.3	1	0.5%
5.3	1	0.5%
5.8	1	0.5%
6	1	0.5%
6.1	1	0.5%
6.2	1	0.5%
6.4	1	0.5%

Value	Count	Frequency (%)
81.6	1	0.5%
81	1	0.5%
78.6	1	0.5%
78.4	1	0.5%
76.5	1	0.5%
74.8	1	0.5%
73.9	1	0.5%
72.2	1	0.5%
72	1	0.5%
71.8	1	0.5%

physicians_per_thousand
Real number (ℝ)

High correlation Missing

Distinct	136
Distinct (%)	81.0%
Missing	27
Missing (%)	13.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.6960119

Minimum	0.07
Maximum	4.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.07
5-th percentile	0.08
Q1	0.395
median	1.46
Q3	2.7725
95-th percentile	4.0625
Maximum	4.62
Range	4.55
Interquartile range (IQR)	2.3775

Descriptive statistics

Standard deviation	1.3534131
Coefficient of variation (CV)	0.79799743
Kurtosis	-1.0574798
Mean	1.6960119
Median Absolute Deviation (MAD)	1.14
Skewness	0.44917771
Sum	284.93
Variance	1.8317271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08	6	3.1%
0.07	4	2.1%
2.61	3	1.5%
0.17	3	1.5%
0.13	3	1.5%
0.42	3	1.5%
2.53	2	1.0%
0.98	2	1.0%
0.23	2	1.0%
0.1	2	1.0%
Other values (126)	138	70.8%
(Missing)	27	13.8%

Value	Count	Frequency (%)
0.07	4	2.1%
0.08	6	3.1%
0.09	1	0.5%
0.1	2	1.0%
0.12	1	0.5%
0.13	3	1.5%
0.14	1	0.5%
0.16	1	0.5%
0.17	3	1.5%
0.18	2	1.0%

Value	Count	Frequency (%)
4.62	1	0.5%
4.56	1	0.5%
4.48	1	0.5%
4.4	1	0.5%
4.3	1	0.5%
4.25	1	0.5%
4.17	1	0.5%
4.12	1	0.5%
4.08	1	0.5%
4.03	1	0.5%

population
Real number (ℝ)

High correlation Missing

Distinct	174
Distinct (%)	100.0%
Missing	21
Missing (%)	10.8%
Infinite	0
Infinite (%)	0.0%
Mean	18442732

Minimum	77142
Maximum	1.2601402 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	77142
5-th percentile	195605.4
Q1	2384412
median	8826588
Q3	25703948
95-th percentile	74276495
Maximum	1.2601402 × 10⁸
Range	1.2593688 × 10⁸
Interquartile range (IQR)	23319536

Descriptive statistics

Standard deviation	24751964
Coefficient of variation (CV)	1.3420986
Kurtosis	4.4870778
Mean	18442732
Median Absolute Deviation (MAD)	7755394
Skewness	2.1096225
Sum	3.2090353 × 10⁹
Variance	6.1265974 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38041754	1	0.5%
28608710	1	0.5%
4841000	1	0.5%
6545502	1	0.5%
23310715	1	0.5%
25666161	1	0.5%
1836713	1	0.5%
5347896	1	0.5%
5266535	1	0.5%
4246439	1	0.5%
Other values (164)	164	84.1%
(Missing)	21	10.8%

Value	Count	Frequency (%)
77142	1	0.5%
97118	1	0.5%
97625	1	0.5%
100209	1	0.5%
100455	1	0.5%
112003	1	0.5%
113815	1	0.5%
117606	1	0.5%
182790	1	0.5%
202506	1	0.5%

Value	Count	Frequency (%)
126014024	1	0.5%
112078730	1	0.5%
108116615	1	0.5%
100388073	1	0.5%
96462106	1	0.5%
86790567	1	0.5%
83429615	1	0.5%
83132799	1	0.5%
82913906	1	0.5%
69625582	1	0.5%

population:_labor_force_participation_pct
Real number (ℝ)

Missing

Distinct	145
Distinct (%)	82.4%
Missing	19
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	62.738068

Minimum	38
Maximum	86.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	38
5-th percentile	44.55
Q1	56.15
median	62.45
Q3	69.5
95-th percentile	80.825
Maximum	86.8
Range	48.8
Interquartile range (IQR)	13.35

Descriptive statistics

Standard deviation	10.502907
Coefficient of variation (CV)	0.16740884
Kurtosis	-0.30696739
Mean	62.738068
Median Absolute Deviation (MAD)	6.5
Skewness	-0.015166251
Sum	11041.9
Variance	110.31106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68.8	3	1.5%
65.1	3	1.5%
72	3	1.5%
68	2	1.0%
83.8	2	1.0%
64	2	1.0%
69.9	2	1.0%
72.4	2	1.0%
56.5	2	1.0%
66.4	2	1.0%
Other values (135)	153	78.5%
(Missing)	19	9.7%

Value	Count	Frequency (%)
38	1	0.5%
39.3	1	0.5%
41.2	1	0.5%
42	1	0.5%
43	1	0.5%
43.1	1	0.5%
43.3	1	0.5%
43.7	1	0.5%
44.1	1	0.5%
44.7	1	0.5%

Value	Count	Frequency (%)
86.8	1	0.5%
86.1	1	0.5%
83.8	2	1.0%
83.7	1	0.5%
83.4	1	0.5%
83.1	1	0.5%
82.3	1	0.5%
82.1	1	0.5%
80.4	1	0.5%
79.6	1	0.5%

tax_revenue_pct
Real number (ℝ)

Missing Zeros

Distinct	119
Distinct (%)	70.4%
Missing	26
Missing (%)	13.3%
Infinite	0
Infinite (%)	0.0%
Mean	16.573964

Minimum	0
Maximum	37.2
Zeros	2
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0
5-th percentile	5.68
Q1	11.7
median	16.3
Q3	21.1
95-th percentile	27.5
Maximum	37.2
Range	37.2
Interquartile range (IQR)	9.4

Descriptive statistics

Standard deviation	6.9616319
Coefficient of variation (CV)	0.4200342
Kurtosis	0.069888871
Mean	16.573964
Median Absolute Deviation (MAD)	4.6
Skewness	0.09170559
Sum	2801
Variance	48.464318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.5	4	2.1%
13.6	3	1.5%
23	3	1.5%
20.1	3	1.5%
18.6	3	1.5%
14.2	3	1.5%
10.2	3	1.5%
17.3	2	1.0%
11.8	2	1.0%
24.2	2	1.0%
Other values (109)	141	72.3%
(Missing)	26	13.3%

Value	Count	Frequency (%)
0	2	1.0%
0.1	1	0.5%
1.4	1	0.5%
1.5	1	0.5%
2	1	0.5%
2.5	1	0.5%
4.2	1	0.5%
5.4	1	0.5%
6.1	1	0.5%
7.4	1	0.5%

Value	Count	Frequency (%)
37.2	1	0.5%
34.1	1	0.5%
32.4	1	0.5%
31.6	1	0.5%
29.5	1	0.5%
29	1	0.5%
28.6	1	0.5%
27.9	1	0.5%
27.5	2	1.0%
27.1	1	0.5%

total_tax_rate
Real number (ℝ)

Missing

Distinct	156
Distinct (%)	85.2%
Missing	12
Missing (%)	6.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.822404

Minimum	8
Maximum	219.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	8
5-th percentile	16.04
Q1	30.6
median	37.2
Q3	48
95-th percentile	71.01
Maximum	219.6
Range	211.6
Interquartile range (IQR)	17.4

Descriptive statistics

Standard deviation	20.557662
Coefficient of variation (CV)	0.50358773
Kurtosis	30.931631
Mean	40.822404
Median Absolute Deviation (MAD)	8.9
Skewness	3.9446638
Sum	7470.5
Variance	422.61746
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.6	4	2.1%
49.7	3	1.5%
55.4	2	1.0%
36.2	2	1.0%
30.6	2	1.0%
42.7	2	1.0%
41.2	2	1.0%
30.1	2	1.0%
37	2	1.0%
83.7	2	1.0%
Other values (146)	160	82.1%
(Missing)	12	6.2%

Value	Count	Frequency (%)
8	1	0.5%
8.5	1	0.5%
9.9	1	0.5%
11.3	1	0.5%
13	1	0.5%
13.6	1	0.5%
13.8	1	0.5%
15.6	1	0.5%
15.7	1	0.5%
15.9	1	0.5%

Value	Count	Frequency (%)
219.6	1	0.5%
106.3	1	0.5%
83.7	2	1.0%
79.4	1	0.5%
76.6	1	0.5%
73.3	2	1.0%
71.4	1	0.5%
71.2	1	0.5%
69.3	1	0.5%
67.3	1	0.5%

unemployment_rate
Real number (ℝ)

Missing

Distinct	164
Distinct (%)	93.2%
Missing	19
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.8863636

Minimum	0.09
Maximum	28.18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.09
5-th percentile	1.3375
Q1	3.395
median	5.36
Q3	9.49
95-th percentile	17.4775
Maximum	28.18
Range	28.09
Interquartile range (IQR)	6.095

Descriptive statistics

Standard deviation	5.0792164
Coefficient of variation (CV)	0.73757598
Kurtosis	1.8803977
Mean	6.8863636
Median Absolute Deviation (MAD)	2.655
Skewness	1.3569113
Sum	1212
Variance	25.798439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.59	3	1.5%
6.33	2	1.0%
11.85	2	1.0%
4.34	2	1.0%
2.46	2	1.0%
5.56	2	1.0%
5.36	2	1.0%
3.32	2	1.0%
3.47	2	1.0%
4.11	2	1.0%
Other values (154)	155	79.5%
(Missing)	19	9.7%

Value	Count	Frequency (%)
0.09	1	0.5%
0.47	1	0.5%
0.58	1	0.5%
0.63	1	0.5%
0.68	1	0.5%
0.71	1	0.5%
0.75	1	0.5%
1.03	1	0.5%
1.12	1	0.5%
1.41	1	0.5%

Value	Count	Frequency (%)
28.18	1	0.5%
23.41	1	0.5%
20.71	1	0.5%
20.27	1	0.5%
20	1	0.5%
18.88	1	0.5%
18.56	1	0.5%
18.42	1	0.5%
18.19	1	0.5%
17.24	1	0.5%

urban_population
Real number (ℝ)

High correlation Missing

Distinct	170
Distinct (%)	100.0%
Missing	25
Missing (%)	12.8%
Infinite	0
Infinite (%)	0.0%
Mean	10643736

Minimum	38964
Maximum	64324835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	38964
5-th percentile	82127.55
Q1	1485626
median	4678103.5
Q3	11110560
95-th percentile	42406605
Maximum	64324835
Range	64285871
Interquartile range (IQR)	9624933.8

Descriptive statistics

Standard deviation	14582607
Coefficient of variation (CV)	1.3700647
Kurtosis	3.5862721
Mean	10643736
Median Absolute Deviation (MAD)	3927857
Skewness	2.0194955
Sum	1.8094351 × 10⁹
Variance	2.1265243 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9797273	1	0.5%
4250777	1	0.5%
1273258	1	0.5%
5765513	1	0.5%
15924729	1	0.5%
4258860	1	0.5%
3846137	1	0.5%
3850231	1	0.5%
15947412	1	0.5%
4418218	1	0.5%
Other values (160)	160	82.1%
(Missing)	25	12.8%

Value	Count	Frequency (%)
38964	1	0.5%
40765	1	0.5%
45514	1	0.5%
50830	1	0.5%
55762	1	0.5%
58185	1	0.5%
64489	1	0.5%
67873	1	0.5%
76152	1	0.5%
89431	1	0.5%

Value	Count	Frequency (%)
64324835	1	0.5%
63097818	1	0.5%
62509623	1	0.5%
60987417	1	0.5%
55908316	1	0.5%
54123364	1	0.5%
50975903	1	0.5%
42895824	1	0.5%
42651966	1	0.5%
42106719	1	0.5%

latitude
Real number (ℝ)

High correlation

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.092351

Minimum	-40.900557
Maximum	64.963051
Zeros	0
Zeros (%)	0.0%
Negative	41
Negative (%)	21.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	-40.900557
5-th percentile	-22.548682
Q1	4.5441747
median	17.273849
Q3	40.124603
95-th percentile	55.242453
Maximum	64.963051
Range	105.86361
Interquartile range (IQR)	35.580429

Descriptive statistics

Standard deviation	23.961779
Coefficient of variation (CV)	1.255046
Kurtosis	-0.61350317
Mean	19.092351
Median Absolute Deviation (MAD)	18.070331
Skewness	-0.25709386
Sum	3703.9162
Variance	574.16688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.93911	1	0.5%
13.909444	1	0.5%
12.865416	1	0.5%
17.607789	1	0.5%
9.081999	1	0.5%
40.339852	1	0.5%
41.608635	1	0.5%
60.472024	1	0.5%
21.4735329	1	0.5%
30.375321	1	0.5%
Other values (184)	184	94.4%

Value	Count	Frequency (%)
-40.900557	1	0.5%
-38.416097	1	0.5%
-35.675147	1	0.5%
-32.522779	1	0.5%
-30.559482	1	0.5%
-29.609988	1	0.5%
-26.522503	1	0.5%
-25.274398	1	0.5%
-23.442503	1	0.5%
-22.95764	1	0.5%

Value	Count	Frequency (%)
64.963051	1	0.5%
61.92411	1	0.5%
61.52401	1	0.5%
60.472024	1	0.5%
60.128161	1	0.5%
58.595272	1	0.5%
56.879635	1	0.5%
56.26392	1	0.5%
56.130366	1	0.5%
55.378051	1	0.5%

longitude
Real number (ℝ)

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	20.232434

Minimum	-175.19824
Maximum	178.06503
Zeros	0
Zeros (%)	0.0%
Negative	56
Negative (%)	28.7%
Memory size	1.7 KiB

Quantile statistics

Minimum	-175.19824
5-th percentile	-85.569366
Q1	-7.9414955
median	20.972652
Q3	48.281523
95-th percentile	135.86716
Maximum	178.06503
Range	353.26327
Interquartile range (IQR)	56.223018

Descriptive statistics

Standard deviation	66.71611
Coefficient of variation (CV)	3.2974831
Kurtosis	0.406904
Mean	20.232434
Median Absolute Deviation (MAD)	28.631189
Skewness	-0.056581627
Sum	3925.0923
Variance	4451.0394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.709953	1	0.5%
-60.978893	1	0.5%
-85.207229	1	0.5%
8.081666	1	0.5%
8.675277	1	0.5%
127.510093	1	0.5%
21.745275	1	0.5%
8.468946	1	0.5%
55.975413	1	0.5%
69.345116	1	0.5%
Other values (184)	184	94.4%

Value	Count	Frequency (%)
-175.198242	1	0.5%
-172.104629	1	0.5%
-157.3768317	1	0.5%
-106.346771	1	0.5%
-102.552784	1	0.5%
-95.712891	1	0.5%
-90.230759	1	0.5%
-88.89653	1	0.5%
-88.49765	1	0.5%
-86.241905	1	0.5%

Value	Count	Frequency (%)
178.065032	1	0.5%
177.64933	1	0.5%
174.885971	1	0.5%
171.184478	1	0.5%
166.959158	1	0.5%
166.931503	1	0.5%
160.156194	1	0.5%
150.550812	1	0.5%
143.95555	1	0.5%
138.252924	1	0.5%

Interactions

Correlations

	agricultural_land_pct	armed_forces_size	birth_rate	calling_code	co2_emissions	cpi	cpi_change_pct	density_p_km2	fertility_rate	forested_area_pct	gasoline_price	gdp	gross_primary_education_enrollment_pct	gross_tertiary_education_enrollment_pct	infant_mortality	land_area_km2	latitude	life_expectancy	longitude	maternal_mortality_ratio	minimum_wage	out_of_pocket_health_expenditure	physicians_per_thousand	population	population:_labor_force_participation_pct	tax_revenue_pct	total_tax_rate	unemployment_rate	urban_population
agricultural_land_pct	1.000	0.172	0.145	-0.036	0.074	0.232	0.233	0.185	0.164	-0.382	0.031	0.077	-0.061	-0.132	0.117	0.153	0.005	-0.158	-0.013	0.110	-0.191	0.111	-0.083	0.284	-0.151	-0.072	0.159	0.056	0.203
armed_forces_size	0.172	1.000	-0.075	-0.227	0.705	0.093	0.057	0.105	-0.119	-0.204	-0.187	0.641	0.007	0.284	-0.211	0.502	0.162	0.120	0.210	-0.082	0.131	0.216	0.086	0.786	-0.105	-0.179	0.162	-0.096	0.802
birth_rate	0.145	-0.075	1.000	0.195	-0.364	0.387	0.255	-0.182	0.975	-0.032	-0.296	-0.400	0.131	-0.758	0.853	0.284	-0.562	-0.804	0.066	0.806	-0.586	0.215	-0.792	0.112	0.135	-0.343	0.153	0.011	-0.038
calling_code	-0.036	-0.227	0.195	1.000	-0.277	0.088	-0.017	-0.077	0.165	-0.085	-0.143	-0.282	-0.069	-0.228	0.163	-0.178	-0.044	-0.163	0.304	0.081	-0.152	-0.054	-0.131	-0.317	0.084	0.005	-0.335	-0.091	-0.326
co2_emissions	0.074	0.705	-0.364	-0.277	1.000	0.061	0.048	0.016	-0.408	-0.194	-0.238	0.931	-0.038	0.544	-0.446	0.471	0.390	0.430	0.128	-0.431	0.307	0.041	0.449	0.652	-0.190	-0.185	0.035	-0.050	0.777
cpi	0.232	0.093	0.387	0.088	0.061	1.000	0.814	-0.156	0.372	-0.089	-0.348	0.002	0.099	-0.277	0.356	0.357	-0.272	-0.395	0.156	0.373	-0.489	0.216	-0.249	0.281	0.032	-0.331	0.103	0.057	0.177
cpi_change_pct	0.233	0.057	0.255	-0.017	0.048	0.814	1.000	-0.144	0.216	-0.033	-0.147	0.028	0.043	-0.173	0.220	0.276	-0.103	-0.282	0.034	0.225	-0.321	0.155	-0.171	0.177	-0.048	-0.237	0.096	0.159	0.122
density_p_km2	0.185	0.105	-0.182	-0.077	0.016	-0.156	-0.144	1.000	-0.251	-0.151	0.121	0.025	0.069	0.035	-0.139	-0.449	0.147	0.118	0.026	-0.103	0.100	-0.021	0.051	-0.021	-0.128	0.121	-0.098	-0.159	0.001
fertility_rate	0.164	-0.119	0.975	0.165	-0.408	0.372	0.216	-0.251	1.000	-0.072	-0.280	-0.365	0.051	-0.760	0.842	0.303	-0.579	-0.820	0.038	0.807	-0.604	0.188	-0.788	0.139	0.191	-0.391	0.171	-0.071	-0.027
forested_area_pct	-0.382	-0.204	-0.032	-0.085	-0.194	-0.089	-0.033	-0.151	-0.072	1.000	0.176	-0.109	0.115	0.009	-0.002	-0.165	-0.182	-0.010	-0.078	0.055	0.064	-0.186	-0.072	-0.190	0.160	0.098	0.103	-0.075	-0.212
gasoline_price	0.031	-0.187	-0.296	-0.143	-0.238	-0.348	-0.147	0.121	-0.280	0.176	1.000	-0.116	-0.068	0.143	-0.287	-0.249	0.174	0.266	-0.168	-0.241	0.368	-0.302	0.227	-0.191	-0.074	0.430	0.051	0.043	-0.170
gdp	0.077	0.641	-0.400	-0.282	0.931	0.002	0.028	0.025	-0.365	-0.109	-0.116	1.000	-0.041	0.539	-0.424	0.401	0.297	0.459	0.066	-0.427	0.324	-0.060	0.409	0.611	-0.130	-0.112	0.033	-0.118	0.753
gross_primary_education_enrollment_pct	-0.061	0.007	0.131	-0.069	-0.038	0.099	0.043	0.069	0.051	0.115	-0.068	-0.041	1.000	-0.073	0.125	-0.051	-0.198	-0.086	-0.080	0.170	-0.071	-0.118	-0.190	0.056	0.165	0.036	0.003	-0.075	0.066
gross_tertiary_education_enrollment_pct	-0.132	0.284	-0.758	-0.228	0.544	-0.277	-0.173	0.035	-0.760	0.009	0.143	0.539	-0.073	1.000	-0.826	-0.072	0.512	0.753	-0.054	-0.789	0.615	-0.153	0.783	0.047	-0.190	0.325	-0.034	0.122	0.220
infant_mortality	0.117	-0.211	0.853	0.163	-0.446	0.356	0.220	-0.139	0.842	-0.002	-0.287	-0.424	0.125	-0.826	1.000	0.246	-0.527	-0.892	0.085	0.895	-0.719	0.274	-0.833	0.058	0.199	-0.319	0.167	-0.069	-0.110
land_area_km2	0.153	0.502	0.284	-0.178	0.471	0.357	0.276	-0.449	0.303	-0.165	-0.249	0.401	-0.051	-0.072	0.246	1.000	-0.072	-0.263	0.102	0.248	-0.226	0.237	-0.130	0.750	-0.008	-0.415	0.237	0.005	0.667
latitude	0.005	0.162	-0.562	-0.044	0.390	-0.272	-0.103	0.147	-0.579	-0.182	0.174	0.297	-0.198	0.512	-0.527	-0.072	1.000	0.486	-0.024	-0.615	0.345	0.092	0.605	0.049	-0.319	0.116	-0.027	0.045	0.108
life_expectancy	-0.158	0.120	-0.804	-0.163	0.430	-0.395	-0.282	0.118	-0.820	-0.010	0.266	0.459	-0.086	0.753	-0.892	-0.263	0.486	1.000	-0.168	-0.856	0.732	-0.282	0.771	-0.106	-0.176	0.367	-0.147	0.048	0.071
longitude	-0.013	0.210	0.066	0.304	0.128	0.156	0.034	0.026	0.038	-0.078	-0.168	0.066	-0.080	-0.054	0.085	0.102	-0.024	-0.168	1.000	-0.005	-0.127	0.026	-0.040	0.118	0.082	-0.129	-0.209	-0.224	0.038
maternal_mortality_ratio	0.110	-0.082	0.806	0.081	-0.431	0.373	0.225	-0.103	0.807	0.055	-0.241	-0.427	0.170	-0.789	0.895	0.248	-0.615	-0.856	-0.005	1.000	-0.688	0.256	-0.842	0.152	0.258	-0.341	0.212	-0.057	0.004
minimum_wage	-0.191	0.131	-0.586	-0.152	0.307	-0.489	-0.321	0.100	-0.604	0.064	0.368	0.324	-0.071	0.615	-0.719	-0.226	0.345	0.732	-0.127	-0.688	1.000	-0.430	0.641	-0.113	-0.235	0.353	-0.090	0.108	0.017
out_of_pocket_health_expenditure	0.111	0.216	0.215	-0.054	0.041	0.216	0.155	-0.021	0.188	-0.186	-0.302	-0.060	-0.118	-0.153	0.274	0.237	0.092	-0.282	0.026	0.256	-0.430	1.000	-0.184	0.235	-0.140	-0.353	0.244	0.068	0.154
physicians_per_thousand	-0.083	0.086	-0.792	-0.131	0.449	-0.249	-0.171	0.051	-0.788	-0.072	0.227	0.409	-0.190	0.783	-0.833	-0.130	0.605	0.771	-0.040	-0.842	0.641	-0.184	1.000	-0.063	-0.182	0.282	-0.122	0.070	0.072
population	0.284	0.786	0.112	-0.317	0.652	0.281	0.177	-0.021	0.139	-0.190	-0.191	0.611	0.056	0.047	0.058	0.750	0.049	-0.106	0.118	0.152	-0.113	0.235	-0.063	1.000	0.000	-0.385	0.302	-0.161	0.941
population:_labor_force_participation_pct	-0.151	-0.105	0.135	0.084	-0.190	0.032	-0.048	-0.128	0.191	0.160	-0.074	-0.130	0.165	-0.190	0.199	-0.008	-0.319	-0.176	0.082	0.258	-0.235	-0.140	-0.182	0.000	1.000	-0.130	-0.112	-0.494	-0.100
tax_revenue_pct	-0.072	-0.179	-0.343	0.005	-0.185	-0.331	-0.237	0.121	-0.391	0.098	0.430	-0.112	0.036	0.325	-0.319	-0.415	0.116	0.367	-0.129	-0.341	0.353	-0.353	0.282	-0.385	-0.130	1.000	-0.171	0.209	-0.308
total_tax_rate	0.159	0.162	0.153	-0.335	0.035	0.103	0.096	-0.098	0.171	0.103	0.051	0.033	0.003	-0.034	0.167	0.237	-0.027	-0.147	-0.209	0.212	-0.090	0.244	-0.122	0.302	-0.112	-0.171	1.000	0.026	0.248
unemployment_rate	0.056	-0.096	0.011	-0.091	-0.050	0.057	0.159	-0.159	-0.071	-0.075	0.043	-0.118	-0.075	0.122	-0.069	0.005	0.045	0.048	-0.224	-0.057	0.108	0.068	0.070	-0.161	-0.494	0.209	0.026	1.000	-0.084
urban_population	0.203	0.802	-0.038	-0.326	0.777	0.177	0.122	0.001	-0.027	-0.212	-0.170	0.753	0.066	0.220	-0.110	0.667	0.108	0.071	0.038	0.004	0.017	0.154	0.072	0.941	-0.100	-0.308	0.248	-0.084	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	country	density_p_km2	abbreviation	agricultural_land_pct	land_area_km2	armed_forces_size	birth_rate	calling_code	capital_major_city	co2_emissions	cpi	cpi_change_pct	currency_code	fertility_rate	forested_area_pct	gasoline_price	gdp	gross_primary_education_enrollment_pct	gross_tertiary_education_enrollment_pct	infant_mortality	largest_city	life_expectancy	maternal_mortality_ratio	minimum_wage	official_language	out_of_pocket_health_expenditure	physicians_per_thousand	population	population:_labor_force_participation_pct	tax_revenue_pct	total_tax_rate	unemployment_rate	urban_population	latitude	longitude
0	Afghanistan	60.0	AF	58.1	652230.0	323000.0	32.49	93.0	Kabul	8672.0	149.90	2.3	AFN	4.47	2.1	0.70	1.910135e+10	104.0	9.7	47.9	Kabul	64.5	638.0	0.43	Pashto	78.4	0.28	38041754.0	48.9	9.3	71.4	11.12	9797273.0	33.939110	67.709953
1	Albania	105.0	AL	43.1	28748.0	9000.0	11.78	355.0	Tirana	4536.0	119.05	1.4	ALL	1.62	28.1	1.36	1.527808e+10	107.0	55.0	7.8	Tirana	78.5	15.0	1.12	Albanian	56.9	1.20	2854191.0	55.7	18.6	36.6	12.33	1747593.0	41.153332	20.168331
2	Algeria	18.0	DZ	17.4	NaN	317000.0	24.28	213.0	Algiers	150006.0	151.36	2.0	DZD	3.02	0.8	0.28	1.699882e+11	109.9	51.4	20.1	Algiers	76.7	112.0	0.95	Arabic	28.1	1.72	43053054.0	41.2	37.2	66.1	11.70	31510100.0	28.033886	1.659626
3	Andorra	164.0	AD	40.0	468.0	NaN	NaN	376.0	Andorra la Vella	469.0	NaN	NaN	EUR	1.27	34.0	1.51	3.154058e+09	106.4	NaN	2.7	Andorra la Vella	NaN	NaN	6.63	Catalan	36.4	3.33	77142.0	NaN	NaN	NaN	NaN	67873.0	42.506285	1.521801
4	Angola	26.0	AO	47.5	1246700.0	117000.0	NaN	244.0	Luanda	34693.0	261.73	17.1	AOA	5.52	46.3	0.97	9.463542e+10	113.5	9.3	51.6	Luanda	60.8	241.0	0.71	Portuguese	33.4	0.21	31825295.0	77.5	9.2	49.1	6.89	21061025.0	-11.202692	17.873887
5	Antigua and Barbuda	223.0	AG	20.5	443.0	NaN	15.33	1.0	St. John's Saint John	557.0	113.81	1.2	XCD	1.99	22.3	0.99	1.727759e+09	105.0	24.8	5.0	St. John's Saint John	76.9	42.0	3.04	English	24.3	2.76	97118.0	NaN	16.5	43.0	NaN	NaN	17.060816	-61.796428
6	Argentina	17.0	AR	54.3	NaN	105000.0	17.02	54.0	Buenos Aires	201348.0	232.75	53.5	ARS	2.26	9.8	1.10	4.496634e+11	109.7	90.0	8.8	Buenos Aires	76.5	39.0	3.35	Spanish	17.6	3.96	44938712.0	61.3	10.1	106.3	9.79	41339571.0	-38.416097	-63.616672
7	Armenia	104.0	AM	58.9	29743.0	49000.0	13.99	374.0	Yerevan	5156.0	129.18	1.4	AMD	1.76	11.7	0.77	1.367280e+10	92.7	54.6	11.0	Yerevan	74.9	26.0	0.66	Armenian	81.6	4.40	2957731.0	55.6	20.9	22.6	16.99	1869848.0	40.069099	45.038189
8	Australia	NaN	AU	48.2	NaN	58000.0	12.60	61.0	Canberra	375908.0	119.80	1.6	AUD	1.74	16.3	0.93	1.392681e+12	100.3	113.1	3.1	Sydney	82.7	6.0	13.59	NaN	19.6	3.68	25766605.0	65.5	23.0	47.4	5.27	21844756.0	-25.274398	133.775136
9	Austria	109.0	AT	32.4	83871.0	21000.0	9.70	43.0	Vienna	61448.0	118.06	1.5	EUR	1.47	46.9	1.20	4.463147e+11	103.1	85.1	2.9	Vienna	81.6	5.0	NaN	German	17.9	NaN	8877067.0	60.7	25.4	51.4	4.67	5194416.0	47.516231	14.550072

	country	density_p_km2	abbreviation	agricultural_land_pct	land_area_km2	armed_forces_size	birth_rate	calling_code	capital_major_city	co2_emissions	cpi	cpi_change_pct	currency_code	fertility_rate	forested_area_pct	gasoline_price	gdp	gross_primary_education_enrollment_pct	gross_tertiary_education_enrollment_pct	infant_mortality	largest_city	life_expectancy	maternal_mortality_ratio	minimum_wage	official_language	out_of_pocket_health_expenditure	physicians_per_thousand	population	population:_labor_force_participation_pct	tax_revenue_pct	total_tax_rate	unemployment_rate	urban_population	latitude	longitude
185	United Kingdom	281.0	GB	71.7	243610.0	148000.0	11.00	44.0	London	379025.0	119.62	1.7	GBP	1.68	13.1	1.46	NaN	101.2	60.0	3.6	London	81.3	7.0	10.13	English	14.8	2.81	66834405.0	62.8	25.5	30.6	3.85	55908316.0	55.378051	-3.435973
186	United States	36.0	US	44.4	NaN	NaN	11.60	1.0	Washington D.C.	5006302.0	117.24	7.5	USD	1.73	33.9	0.71	NaN	101.8	88.2	5.6	New York City	78.5	19.0	7.25	NaN	11.1	2.61	NaN	62.0	9.6	36.6	14.70	NaN	37.090240	-95.712891
187	Uruguay	20.0	UY	82.6	176215.0	22000.0	13.86	598.0	Montevideo	6766.0	202.92	7.9	UYU	1.97	10.7	1.50	5.604591e+10	108.5	63.1	6.4	Montevideo	77.8	17.0	1.66	Spanish	16.2	NaN	3461734.0	64.0	20.1	41.8	8.73	3303394.0	-32.522779	-55.765835
188	Uzbekistan	79.0	UZ	62.9	447400.0	68000.0	23.30	998.0	Tashkent	91811.0	NaN	NaN	UZS	2.42	7.5	1.03	5.792129e+10	104.2	10.1	19.1	Tashkent	71.6	29.0	0.24	Uzbek	42.7	2.37	33580650.0	65.1	14.8	31.6	5.92	16935729.0	41.377491	64.585262
189	Vanuatu	25.0	VU	15.3	12189.0	NaN	29.60	678.0	Port Vila	147.0	117.13	2.8	VUV	3.78	36.1	1.31	9.170589e+08	109.3	4.7	22.3	Port Vila	70.3	72.0	1.56	French	8.9	0.17	299882.0	69.9	17.8	8.5	4.39	76152.0	-15.376706	166.959158
190	Venezuela	32.0	VE	24.5	912050.0	343000.0	17.88	58.0	Caracas	164175.0	2740.27	254.9	VED	2.27	52.7	0.00	4.823593e+11	97.2	79.3	21.4	Caracas	72.1	125.0	0.01	Spanish	45.8	1.92	28515829.0	59.7	NaN	73.3	8.80	25162368.0	6.423750	-66.589730
191	Vietnam	314.0	VN	39.3	331210.0	522000.0	16.75	84.0	Hanoi	192668.0	163.52	2.8	VND	2.05	48.1	0.80	2.619212e+11	110.6	28.5	16.5	Ho Chi Minh City	75.3	43.0	0.73	Vietnamese	43.5	0.82	96462106.0	77.4	19.1	37.6	2.01	35332140.0	14.058324	108.277199
192	Yemen	56.0	YE	44.6	527968.0	40000.0	30.45	967.0	Sanaa	10609.0	157.58	8.1	YER	3.79	1.0	0.92	2.691440e+10	93.6	10.2	42.9	Sanaa	66.1	164.0	NaN	Arabic	81.0	0.31	29161922.0	38.0	NaN	26.6	12.91	10869523.0	15.552727	48.516388
193	Zambia	25.0	ZM	32.1	752618.0	16000.0	36.19	260.0	Lusaka	5141.0	212.31	9.2	ZMW	4.63	65.2	1.40	2.306472e+10	98.7	4.1	40.4	Lusaka	63.5	213.0	0.24	English	27.5	1.19	17861030.0	74.6	16.2	15.6	11.43	7871713.0	-13.133897	27.849332
194	Zimbabwe	38.0	ZW	41.9	390757.0	51000.0	30.68	263.0	Harare	10983.0	105.51	0.9	NaN	3.62	35.5	1.34	2.144076e+10	109.9	10.0	33.9	Harare	61.2	458.0	NaN	Shona	25.8	0.21	14645468.0	83.1	20.7	31.6	4.95	4717305.0	-19.015438	29.154857

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample